Knowledge & Memory MCP Servers

MCP server for remote management of project memory banks

MCP server for memory search. Features record memory, search memory, add knowledge. From MEO...

This is an MCP server for retrieving all files in the memory-bank directory at once. Its purpose is to reduce AI tool invocation frequency when

🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work

[](https://mseep.ai/app/evangstav-python-memor

MCP Server with Remote SSH support

Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

A Model Context Protocol server that provides knowledge graph management capabilities.

<strong>Graph-based Memory CLI for AI Coding Agents</strong>

1. Ensure you have macOS with a Photos library. 2. Install [uv](https://docs.astral.sh/uv/) to manage dependencies and run the server.

A high-performance, **pure Rust** Model Context Protocol (MCP) server that provides persistent, semantic, and graph-based memory for AI agents.

An MCP server that uses a knowledge graph to store and recall structured memory for AI models

Local CLI that turns a coding goal into ranked, token-budgeted repository context for AI agents.

A lightweight, local Retrieval-Augmented Generation (RAG) memory store for MCP agents. Memory-Plus lets your agent record, retrieve, update, and

A complete Python port of the official [TypeScript MCP memory server](https://github.com/modelcontextprotocol/servers/tree/main/src/memory). This

Most AI memory systems are just databases with a search API. memory-v2 is a **cognitive architecture** -- it models how human memory actually works.

A Model Context Protocol (MCP) implementation for the [MemOS](https://github.com/MemTensor/MemOS) API service. This package provides a command-line

Add persistent memory to AI assistants. Store and recall info across conversations.

AI continuity and memory hub for portable context, checkpoints, and cross-AI memory.

Memtrace gives AI coding agents structural memory — your codebase as a live knowledge graph so agents stop re-deriving code structure from scratch

Embedded memory for AI agents with SQLite FTS5, pgvector, and Neo4j graph search.

Multi-platform AI memory. One save, recall everywhere—Claude, ChatGPT, Cursor, and more.

mengram try # see what memory would know about you — local only, # no account, nothing leaves your machine ```

# Mermaid Doc MCP Server Mermaid Doc MCP Server is a server for generating Mermaid documents. ## Features - **List Diagrams**: List all available

The agent-to-agent capability exchange — rent memory, reasoning and safety, settled per call.

An MCP server providing Metal Framework documentation search and code generation capabilities.

A Model Context Protocol (MCP) server for Metasploit Framework integration.

The application exposes an [MCP Server](https://modelcontextprotocol.io) at `https://micronaut.fun/mcp`.

Stop re-explaining yourself to every AI agent. MIE gives all your agents — Claude, ChatGPT, Cursor, Gemini — a shared, persistent knowledge graph

Python library for interacting with local installed MindManager(tm) on Windows and MacOS platform.

Persistent project memory for LLMs via MCP. Never re-explain your project again.

Connect AI assistants to your Mintline receipts, transactions, and spending analytics.

Local-first, formally verified memory for AI agents: consult/learn/related/list over MCP.

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

A Model Context Protocol (MCP) server providing **human-like memory dynamics** for AI assistants. Memories naturally fade over time unless reinforced

Zero-dependency agent memory: recall, consolidation, and a first-class correction + erasure channel.

Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge.

Persistent layered memory MCP server for AI agents — SQLite + FTS5 backend

Give your AI agents persistent memory. mnemory is a self-hosted [MCP](https://modelcontextprotocol.io/) server that adds personalization and

Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.

Mock, record/replay, verify and chaos-test any HTTP/REST/gRPC/LLM dependency over MCP.

Modular MCP - Modular tool access for reducing context overhead

A Model Context Protocol (MCP) server that provides access to your Monzo banking data through a Claude tool.

Persistent Data Structures for JavaScript

Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.

This project provides an MCP (Model Control Protocol) server that integrates GitLab merge request analysis with Confluence documentation. It allows

Muckaway Ai MCP server. Tools: estimate waste volume, get skip pricing, check waste type. Bu...

Give your agent its own email address with graduated human oversight — from full approval to autonomous sending.

MUSUBIX Ontology Reasoning MCP - OWL 2 RL inference and SPARQL query

MCP server to synchronize memory template across Claude interfaces

A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac

A Model Context Protocol (MCP) server for interacting with the Bear note-taking app

Simple memory MCP server for entities, observations, and relations

# n8n Assistant [](https://smithery.ai/server/@onurpolat05/n8n-assistant) This

Or copy files manually from this repo (see the paths in the links above).

Trust-aware agent memory with evidence-backed recall, self-inspection, and audit history.

A Model Context Protocol (MCP) server for name.com API integration, providing AI assistants with domain management capabilities

Long-term memory for AI coding tools via vector search (Qdrant).

Model Context Protocol (MCP) server for NASA APIs

AI-powered localization — translate, manage translation memory, and access style guides.